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4.  Write the difference between if and if else statement.
                        Ans.  The if statement is the simplest conditional statement. Here, a statement or a collection of statements
                             within the if block are executed only if a certain condition or expression evaluates to True. Whereas, The
                             if-else statement executes different blocks of code based on whether a condition is true or false.
                    5.  What are Iterative statements?
                        Ans.  AI can analyze images, videos, and speech to find patterns of manipulation. It uses machine learning to
                             identify unnatural edits or changes, helping verify if the content is real or fake.


                                                                                                   21 st
                 C.  Competency-based questions:     HOTS                                         Century   #Interdisciplinary
                                                                                                   Skills
                    1.  A school wants to use AI to monitor student participation in online classes. What step of the AI project cycle
                        should they begin with and why?
                        Ans.  They should begin with Problem Scoping to clearly define the issue—such as low student engagement—
                             and understand the stakeholders (teachers, students, school management) before planning the solution.
                    2.   A food delivery company wants to predict delivery times based on location, weather, and traffic. Which type
                        of problem is this—deterministic or probabilistic? Justify your answer.
                        Ans.  This is a probabilistic problem because the outcome (delivery time) depends on changing conditions like
                             traffic and weather, which cannot be predicted with complete certainty.

                    3.   SmartClass AI is an edtech company aiming to improve online learning experiences for schools. They plan to
                        develop an AI-powered system that tracks student engagement during virtual classes using webcam analysis,
                        including eye movement and posture. The goal is to provide teachers with insights into student focus and
                        participation levels in real time. Create a 4W Canvas for this problem.
                        Ans.

                                                   Question                                    Answer
                        Who         Who are the stakeholders?               SmartClass AI, teachers, school management,
                                                                            students
                        What        What is the problem?                    Teachers are unable to monitor student attention
                                                                            and focus during online classes, which affects
                                                                            learning outcomes.
                        Where       What is the context/situation in which the   In online classes where students are learning
                                    stakeholders experience the problem?    remotely and teachers have no way to know if
                                                                            students are paying attention or are distracted.
                        Why         What would be of key value to the       Real-time monitoring of student attention will help
                                    stakeholders?                           teachers adjust teaching strategies and improve
                                                                            learning outcomes.
                                    How will the solution improve their  It will allow teachers to identify students who need
                                    situation?                              support, increase participation, and make online
                                                                            learning more effective and personalized.
                        Assertion and Reasoning questions:

                        Direction: Questions 4-5, consist of two statements – Assertion (A) and Reasoning (R). Answer these questions
                        by selecting the appropriate option given below:
                        a. Both A and R are true and R is the correct explanation of A.
                        b. Both A and R are true but R is not the correct explanation of A.
                        c. A is true but R is false.
                        d. A is false but R is true.


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